Group Lasso with Overlaps: the Latent Group Lasso approach
Guillaume ObozinskiLaurent JacobJean-Philippe VertPublished in: CoRR (2011)
Keyphrases
- group lasso
- variable selection
- regression model
- efficient optimization
- multiple kernel learning
- multi task
- multi label learning
- contingency tables
- low rank
- convex optimization
- multi task learning
- regularization term
- model selection
- linear combination
- graphical models
- cross validation
- multi label
- high dimensional
- high order
- data sets
- labeled data
- image classification
- training data
- image processing
- feature selection